Design of a Control System for an Autonomous Vehicle Based on Adaptive-PID

Author:

Zhao Pan123,Chen Jiajia23,Song Yan3,Tao Xiang3,Xu Tiejuan3,Mei Tao3

Affiliation:

1. Institute of Intelligent Machines, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China

2. University of Science and Technology of China, China

3. Institute of Advanced Manufacturing Technology, Hefei Institutes of Physical Science, Chinese Academy of Sciences, China

Abstract

The autonomous vehicle is a mobile robot integrating multi-sensor navigation and positioning, intelligent decision making and control technology. This paper presents the control system architecture of the autonomous vehicle, called “Intelligent Pioneer”, and the path tracking and stability of motion to effectively navigate in unknown environments is discussed. In this approach, a two degree-of-freedom dynamic model is developed to formulate the path-tracking problem in state space format. For controlling the instantaneous path error, traditional controllers have difficulty in guaranteeing performance and stability over a wide range of parameter changes and disturbances. Therefore, a newly developed adaptive-PID controller will be used. By using this approach the flexibility of the vehicle control system will be increased and achieving great advantages. Throughout, we provide examples and results from Intelligent Pioneer and the autonomous vehicle using this approach competed in the 2010 and 2011 Future Challenge of China. Intelligent Pioneer finished all of the competition programmes and won first position in 2010 and third position in 2011.

Publisher

SAGE Publications

Subject

Artificial Intelligence,Computer Science Applications,Software

Reference23 articles.

1. Le-Anh T., De Koster M.B. (2004) A review of design and control of automated guided vehicle systems. Erasmus Research Institute of Management (ERIM), report series no. 2004-03-LIS.

2. Fuzzy logic control for lateral vehicle guidance

3. Hybrid Kalman Filter/Fuzzy Logic based Position Control of Autonomous Mobile Robot

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